Vincenzo Lomonaco
Vincenzo Lomonaco
Postdoctoral Researcher @ Unibo, Co-Founder of ContinualAI.org and AIforPeople.org
Email verificata su studio.unibo.it - Home page
TitoloCitata daAnno
CORe50: a new Dataset and Benchmark for Continuous Object Recognition
V Lomonaco, D Maltoni
Conference on Robot Learning (CoRL), pp. 17-26, 2017
442017
Continuous Learning in Single-Incremental-Task Scenarios
D Maltoni, V Lomonaco
Elsevier Neural Networks Journal, 2019
212019
Comparing Incremental Learning Strategies for Convolutional Neural Networks
V Lomonaco, D Maltoni
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 175-184, 2016
142016
UCbase 2.0: ultraconserved sequences database (2014 update)
V Lomonaco, R Martoglia, F Mandreoli, L Anderlucci, W Emmett, ...
Database: The Journal of Biological Databases and Curation 2014, 2014
132014
Semi-supervised Tuning from Temporal Coherence
D Maltoni, V Lomonaco
2016 23rd International Conference on Pattern Recognition (ICPR), 2509-2514, 2016
72016
Don't forget, there is more than forgetting: new metrics for Continual Learning
N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni
Continual Learning Workshop at NeurIPS 2018, pp. 1-7, 2018
52018
Custom Dual Transportation Mode Detection by Smartphone Devices Exploiting Sensor Diversity
C Carpineti, V Lomonaco, L Bedogni, M Di Felice, L Bononi
2018 IEEE International Conference on Pervasive Computing and Communications …, 2018
42018
Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and Challenges
T Lesort, V Lomonaco, A Stoian, D Maltoni, D Filliat, N Díaz-Rodríguez
3*2019
Intelligent Drone Swarm for Search and Rescue Operations at Sea
V Lomonaco, A Trotta, M Ziosi, JDY Ávila, N Díaz-Rodríguez
AI for Social Good Workshop at NeurIPS 2018, pp. 1-4, 2018
32018
A Machine Learning Approach for Continuous Development
D Russo, V Lomonaco, P Ciancarini
International Conference in Software Engineering for Defence Applications …, 2016
32016
Continual Reinforcement Learning in 3D Non-stationary Environments
V Lomonaco, K Desai, E Culurciello, D Maltoni
arXiv preprint arXiv:1905.10112, 2019
22019
Deep learning for computer vision: a comparison between convolutional neural networks and hierarchical temporal memories on object recognition tasks
V Lomonaco
Master Thesis, University of Bologna, 2015
22015
Fine-Grained Continual Learning
V Lomonaco, D Maltoni, L Pellegrini
arXiv preprint arXiv:1907.03799, 2019
12019
Continual Learning with Deep Architectures
V Lomonaco
University of Bologna, PhD Thesis, 2019
12019
OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition
Q She, F Feng, X Hao, Q Yang, C Lan, V Lomonaco, X Shi, Z Wang, ...
arXiv preprint arXiv:1911.06487, 2019
2019
Efficient Continual Learning in Neural Networks with Embedding Regularization
J Pomponi, S Scardapane, V Lomonaco, A Uncini
arxiv preprint arXiv:1909.03742v1, 2019
2019
Apprendimento Automatico Continuo per la Robotica e la Visione Artificiale
V Lomonaco, L Pellegrini, D Maltoni
Ital-IA, Convegno Nazionale CINI sull'Intelligenza Artificiale, 2019
2019
Progettazione, realizzazione ed accessibilita di un Database biomolecolare sulle sequenze ultraconservate del genoma umano
V Lomonaco
Bachelor Thesis, 2013
2013
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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